- author = "John R. Koza and Riccardo Poli",
- title = "Genetic Programming",
- booktitle = "Search Methodologies: Introductory Tutorials in Optimization and Decision Support Techniques",
- publisher = "Springer",
- year = "2005",
- editor = "Edmund K. Burke and Graham Kendall",
- chapter = "5",
- pages = "127--164",
- keywords = "genetic algorithms, genetic programming, human-competitive machine intelligence, machine learning, schema theory",
- ISBN = "0-387-23460-8",
-
URL = "
http://cswww.essex.ac.uk/staff/poli/papers/KozaPoli2005.pdf",
- broken_feb_2014 = "http://www.springer.com/sgw/cda/frontpage/0,11855,4-10045-22-67933962-0,00.html",
-
DOI = "
doi:10.1007/978-1-4614-6940-7_6",
-
URL = "
https://www.springer.com/gp/book/9781461469391",
-
abstract = "INTRODUCTION The goal of getting computers to
automatically solve problems is central to artificial
intelligence, machine learning, and the broad area
encompassed by what Turing called machine intelligence
(Turing, 1948, 1950). In his talk entitled AI: Where It
Has Been and Where It Is Going, machine learning
pioneer Arthur Samuel stated the main goal of the
fields of machine learning and artificial
intelligence:
[T]he aim [is] . . . to get machines to exhibit behavior, which if done by humans, would be assumed to involve the use of intelligence. (Samuel, 1983)
Genetic programming is a systematic method for getting computers to automatically solve a problem starting from a high-level statement of what needs to be done. Genetic programming is a domain-independent method that genetically breeds a population of computer programs to solve a problem. Specifically, genetic programming iteratively transforms a population of computer programs into a new generation of programs by applying analogs of naturally occurring genetic operations.",
-
notes = "Updated in second edition: 2014, Genetic Programming,
Riccardo Poli, John Koza, pp143-185,
DOI:10.1007/978-1-4614-6940-7_6, ISBN13
978-1-4614-6939-1
Replaces \cite{koza:2003:gpt} Conference in Nottingham 2003, published in book 2005. KozaPoli2005.pdf pagination not identical to published version.
Koza videos \cite{koza:video} \cite{koza:video2} \cite{koza:video3} \cite{koza:video4} \cite{koza:2009:gpt}",
- size = "40 pages",
